Core AI
68,645 papers (13 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Multimodal Learning (14,926)
Large Language Models (9,515)
Interpretability (8,292)
Foundation Models (5,277)
Agent Systems (4,710)
Causal Inference (3,958)
Multi-Agent Systems (3,842)
AI Safety (3,602)
Planning (3,482)
Reasoning (3,360)
Human-AI Interaction (2,465)
Model Compression (2,258)
Natural Language Processing (2,186)
Responsible AI (2,130)
Computer Vision (1,901)
Game AI (1,846)
Reinforcement Learning (1,698)
Adversarial Learning (1,500)
Autonomous Vehicles (1,488)
Language (1,345)
Fairness (1,279)
Game Theory (1,129)
Robotics (1,087)
Dialogue Systems (1,066)
Efficient Computing (956)
Vision-Language Models (928)
Knowledge Graph (735)
Procedural Generation (709)
Trajectory Prediction (676)
Evaluation (655)
Privacy (617)
Natural Language Generation (573)
Information Retrieval (541)
Memory (526)
Decision Making (480)
Safety (474)
Knowledge Representation (409)
Knowledge (386)
Information Extraction (378)
Speech Processing (310)
Knowledge Graphs (282)
Security (256)
Uncertainty Quantification (246)
Representation Learning (239)
Retrieval-Augmented Generation (225)
Knowledge Editing (200)
Question Answering (199)
Attention (198)
Robustness (186)
Knowledge Distillation (185)
Code Generation (168)
Explainability (142)
Brain-Computer Interface (141)
Neural Networks (136)
Anomaly Detection (132)
Automated Reasoning (84)
Natural Language Understanding (81)
Multi-Lingual Learning (79)
Education (64)
Machine Translation (57)
Learning Paradigms (57)
Speech Recognition (55)
Risk Management (51)
Visual Question Answering (49)
Communication (35)
Motion Analysis (32)
Natural Language Inference (29)
Sentiment Analysis (19)
Representation (17)
Papers per year
1
4
10
1
11
82
89
98
89
99
120
153
269
217
273
416
1,053
1,809
3,137
4,063
4,997
5,940
7,896
12,509
17,181
8,128
2000
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Papers (including subtopics)
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs
EMNLP 2025
Zono-Conformal Prediction: Zonotope-Based Uncertainty Quantification for Regression and Classification Tasks
JMLR 2025
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration
EMNLP 2025
ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs
ICLR 2025
ZSDEVC: Zero-Shot Diffusion-based Emotional Voice Conversion with Disentangled Mechanism
Interspeech 2025
Α Descent-based Method on the Duality Gap for Solving Zero-sum Games
IJCAI 2025
𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation
ACL 2025
π₀: A Vision-Language-Action Flow Model for General Robot Control
RSS 2025
𝜙-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation
ACL 2025
$C^2M^3$: Cycle-Consistent Multi-Model Merging
NeurIPS 2024
E^3: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset
NeurIPS 2024
B-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis
ICLR 2024
π2vec: Policy Representation with Successor Features
ICLR 2024
$\rm E(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning
ICML 2024
S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting
ICML 2024
Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
NeurIPS 2024
Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
NeurIPS 2024
causalAssembly: Generating Realistic Production Data for Benchmarking Causal Discovery
CLeaR 2024
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs
NeurIPS 2024
dattri: A Library for Efficient Data Attribution
NeurIPS 2024
Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild
NeurIPS 2024
MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts
ICML 2024
pfl-research: simulation framework for accelerating research in Private Federated Learning
NeurIPS 2024
Õ(T^-1) Convergence to (coarse) correlated equilibria in full-information general-sum Markov games
L4DC 2024
$ρ$-GNF: A Copula-based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows
PGM 2024